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Identification of the elastic-plastic properties of CrN coating on elastic-plastic substrate by nanoindentation using finite element method-reverse algorithm
•Nanoindentation of CrN coatings deposited at different substrate bias voltages.•A trust-region algorithm is used to predict the tensile properties of the coating.•The uniqueness issue is addressed by narrowing the range of the initial guess.•The stress-strains coating characteristics were accuratel...
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Published in: | Thin solid films 2022-08, Vol.756, p.139356, Article 139356 |
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Main Authors: | , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •Nanoindentation of CrN coatings deposited at different substrate bias voltages.•A trust-region algorithm is used to predict the tensile properties of the coating.•The uniqueness issue is addressed by narrowing the range of the initial guess.•The stress-strains coating characteristics were accurately generated.
This paper proposes an identification methodology based on nanoindentation analysis of coating/substrate system to extract the elastic-plastic properties of coating materials on elastic-plastic substrate when the indenter penetration depth is greater than the film thickness. In order to accurately predict the elastic-plastic properties of the coating materials, a trust-region reflective optimization algorithm is integrated with the finite element analysis, in cooperation with the Jönsson and Hogmark model. The proposed reverse analysis algorithm modifies a predicted load-displacement (P-h) curve by changing the elastic-plastic properties of the coating and the substrate until it fits the experimental nanoindentation (P-h) curve. Numerical and instrumental indentations tests were carried out on a CrN film/Martensitic stainless steel substrate system to verify the proposed reverse method, by which Young's modulus (E), yield stress (σy), and work hardening exponent of the film were obtained. A sensitivity analysis is conducted to study the effect of the elastic-plastic properties of the CrN film/substrate on the (P-h) curve. The results showed a high impact to the loading and unloading part of the (P-h) curve due to variations in (E) and (σy) of the steel substrate compared to those of the CrN coating. |
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ISSN: | 0040-6090 1879-2731 |
DOI: | 10.1016/j.tsf.2022.139356 |